Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 0.206656 0.229453 0.254645 0.284718 0.319865 0.359919 0.409415
2025-02-16 0.170749 0.201761 0.239169 0.288364 0.352508 0.435003 0.552062
2025-02-23 0.146619 0.180775 0.224576 0.286391 0.374035 0.498345 0.697150
2025-03-02 0.125945 0.159868 0.205258 0.272640 0.374316 0.529907 0.804392
2025-03-09 0.113606 0.147860 0.195421 0.269289 0.387318 0.581498 0.959448
2025-03-16 0.104518 0.138988 0.188413 0.268314 0.402822 0.639758 1.148098
2025-03-23 0.097738 0.132510 0.183844 0.269969 0.422317 0.709280 1.389943
2025-03-30 0.088774 0.121895 0.171747 0.257498 0.414432 0.724351 1.515876
2025-04-06 0.081589 0.113320 0.161921 0.247460 0.409045 0.742863 1.660052
2025-04-13 0.075717 0.106276 0.153846 0.239379 0.405882 0.765206 1.827635
2025-04-20 0.073202 0.104228 0.153607 0.245066 0.430820 0.857869 2.269068
2025-04-27 0.071775 0.103754 0.155863 0.255528 0.467658 0.991848 2.973959
2025-05-04 0.069775 0.102291 0.156459 0.263270 0.501209 1.133493 3.898165
2025-05-11 0.067905 0.100913 0.157096 0.271279 0.537640 1.301489 5.237522
2025-05-18 0.064931 0.097454 0.153692 0.270575 0.552921 1.412306 6.496893
2025-05-25 0.060621 0.091440 0.145157 0.258087 0.535842 1.408257 6.982222
2025-06-01 0.057922 0.088050 0.141222 0.255034 0.543101 1.495289 8.431507
2025-06-08 0.055719 0.085388 0.138433 0.254142 0.556115 1.611633 10.578664
2025-06-15 0.053984 0.083436 0.136827 0.255681 0.576380 1.769809 13.993098
2025-06-22 0.050858 0.078840 0.129812 0.244097 0.556166 1.744307 14.829199
2025-06-29 0.048194 0.074958 0.123975 0.234762 0.541353 1.739328 16.111614
2025-07-06 0.045903 0.071653 0.119087 0.227239 0.530970 1.752547 17.941466
2025-07-13 0.045142 0.071086 0.119571 0.232534 0.561665 1.987201 26.955170